AI Scores / Automotive

Automotive AI Scores
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AI Visibility Scores for Automotive Brands

Car buyers and enthusiasts ask AI engines for vehicle recommendations, dealership reviews, and maintenance advice. The automotive brands that get cited have strong entity data, review schema, and clear product information. See how auto brands score.

735,765
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,765 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,802
Needs Work4-5
53%
388,195
Not Discoverable0-3
42%
309,633

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

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735,765 brands scored - page 29 of 7,358

B

Buick, GMC Dealership in Collinsville IL

6.7/10
T

T. Madden & Associates, P.C.

6.7/10
K

Kars4Kids: Donate your car today!

6.7/10
A

Aeroautosales | Fly into the future with Aeroauto - Your destination for eVTOL sales and service

6.7/10
E

Extreme Tactical Dynamics

6.7/10
M

Marquee Chauffeur - Portland Limo & Black Car Service

6.7/10
R

RIPP Modifications

6.7/10
S

Sure Lock & Key LLC

6.7/10
L

Levinson Law Group, Personal Injury and Car Accident Lawyers

6.7/10
P

Personal Injury Lawyer NYC | RMFW Law

6.7/10
U

UHS Hardware

6.7/10
F

Florida Railroad Museum

6.7/10
A

Abogados Centro Legal

6.7/10
W

Wings Credit Union

6.7/10
A

Auto Glass Now®

6.7/10
M

Metro Elevator

6.7/10
M

Midwinter Co. Alternative Bridal Rings and Modern Fine Jewelry

6.7/10
R

Rare Bears Fencing: Seattle Fence Company Pros

6.7/10
M

Monterey County Sheriff's Office

6.7/10
H

Higround

6.7/10
N

NOVVA Data Centers

6.7/10
M

MOTORWATT

6.7/10
O

Oregon Small Business Development Center Network

6.7/10
K

Killian, Davis, & Richter, P.C.

6.7/10
S

San Jose Personal Injury Lawyer

6.7/10
S

Stackkly

6.7/10
B

Black Book

6.7/10
S

stonsho

6.7/10
K

KOIO

6.7/10
N

NAE Cleaning Solutions | Austin, Texas

6.7/10
D

Dr. Beasley's

6.7/10
P

Premier Clocks

6.7/10
M

Mokeamerica

6.7/10
K

Kimbo Campers

6.7/10
F

Fountain Forward Automotive Marketing Agency

6.7/10
1

1UP USA

6.7/10
F

Fenstersheib Law Group, P.A.

6.7/10
B

Ballistol USA

6.7/10
L

LA Insurance

6.7/10
Y

YankeeDabbler

6.7/10
Q

Quinn Company

6.7/10
K

kiwiears

6.7/10
U

US Tape

6.7/10
G

Glass America

6.7/10
L

LCE Performance

6.7/10
N

Nathan Alan Jewelers

6.7/10
N

NSA Storage

6.7/10
S

Siraguso Family Chiropractic

6.7/10
4

4Knines®

6.7/10
R

Rhoads Energy

6.7/10
S

Speaks Law Firm

6.7/10
J

Jeff Martin Law

6.7/10
B

Best Espresso Machines & Coffee Grinders

6.7/10
O

Orange Hardwares

6.7/10
N

National Coatings & Supplies | Single Source, Inc.

6.7/10
A

Access Control Security

6.7/10
M

My Garage Supplies

6.7/10
A

American Flags Express

6.7/10
A

Armored Vehicles, Bulletproof Cars & Trucks for sale

6.7/10
C

Commercial Trucking Insurance

6.7/10
M

Mackinac Bridge Authority

6.7/10
M

MW Components

6.7/10
S

Scamp Trailers | Lightweight Fiberglass Campers & Travel Trailers

6.7/10
P

Putco®

6.7/10
C

Canfield Bikes

6.7/10
T

The Center for Auto Safety

6.7/10
E

Enhesa

6.7/10
A

Adam's Polishes

6.7/10
D

Dynaplug®

6.7/10
M

Motorsport.com: F1 News, MotoGP, NASCAR, Rallying and more

6.7/10
S

Stirlingkit

6.7/10
D

Diesel Power Products

6.7/10
P

Personal Injury Atorney Scott D. DeSalvo

6.7/10
F

Full Race

6.7/10
W

Wholesale Custom Boxes & Eco

6.7/10
B

BigBattery.com

6.7/10
C

Console Vault

6.7/10
C

Car Shipping

6.7/10
S

SVB Wood Floors

6.7/10
P

Prestacycle

6.7/10
L

Larraioz Elektronika

6.7/10
S

Shop AR Firearms, Uppers, Lowers, Barrels, Parts and more!

6.7/10
O

OBJECTIVE LISTS

6.7/10
W

Willow Bath and Vanity

6.7/10
H

Hats for Big Heads up to Size 9 1/4, No Tight Fit

6.7/10
M

Mercedes

6.7/10
I

Instruments du Monde

6.7/10
B

Breakstone, White & Gluck

6.7/10
N

North American Arms

6.7/10
S

Steinger, Greene & Feiner

6.7/10
R

Reverie Sleep

6.7/10
S

Splash Car Washes

6.7/10
P

Pregnant Chicken

6.7/10
H

Home

6.7/10
T

Trim-Tex

6.7/10
S

Stashbee

6.7/10
A

Anderson Injury Lawyers

6.7/10
R

Roman Austin Car Accident and Personal Injury Lawyers

6.7/10
D

DAX Street

6.7/10
B

Bluemailmedia

6.7/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in automotive

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your automotive AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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